Triple

T16007169
Position Surface form Disambiguated ID Type / Status
Subject Stacey Abrams E388247 entity
Predicate founded P104 FINISHED
Object Fair Fight Action
Fair Fight Action is a voting rights organization focused on combating voter suppression and promoting fair elections, particularly in Georgia and across the United States.
 E1190418 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Fair Fight Action | Statement: [Stacey Abrams, founded, Fair Fight Action]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fair Fight Action
Context triple: [Stacey Abrams, founded, Fair Fight Action]
  • A. Fighting
    "Fighting" is a 2009 American sports drama film starring Channing Tatum as a small-town hustler drawn into the underground street-fighting scene in New York City.
  • B. Fight the Good Fight
    "Fight the Good Fight" is the inspirational motto of Iona University, encapsulating its emphasis on perseverance, integrity, and striving for excellence.
  • C. Fight
    "Fight" is a track from Mr Eazi's mixtape "Life Is Eazi, Vol. 1 – Accra to Lagos," blending Afrobeats with melodic, laid-back vocals.
  • D. Fisticuffs
    Fisticuffs is a music production duo known for crafting smooth, R&B-influenced tracks for artists such as Miguel and Jhene Aiko.
  • E. The Fight
    The Fight is Norman Mailer’s acclaimed nonfiction book that chronicles the 1974 “Rumble in the Jungle” heavyweight boxing match between Muhammad Ali and George Foreman.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Fair Fight Action
Triple: [Stacey Abrams, founded, Fair Fight Action]
Generated description
Fair Fight Action is a voting rights organization focused on combating voter suppression and promoting fair elections, particularly in Georgia and across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fair Fight Action
Target entity description: Fair Fight Action is a voting rights organization focused on combating voter suppression and promoting fair elections, particularly in Georgia and across the United States.
  • A. Fighting
    "Fighting" is a 2009 American sports drama film starring Channing Tatum as a small-town hustler drawn into the underground street-fighting scene in New York City.
  • B. Fight the Good Fight
    "Fight the Good Fight" is the inspirational motto of Iona University, encapsulating its emphasis on perseverance, integrity, and striving for excellence.
  • C. Fight
    "Fight" is a track from Mr Eazi's mixtape "Life Is Eazi, Vol. 1 – Accra to Lagos," blending Afrobeats with melodic, laid-back vocals.
  • D. Fisticuffs
    Fisticuffs is a music production duo known for crafting smooth, R&B-influenced tracks for artists such as Miguel and Jhene Aiko.
  • E. The Fight
    The Fight is Norman Mailer’s acclaimed nonfiction book that chronicles the 1974 “Rumble in the Jungle” heavyweight boxing match between Muhammad Ali and George Foreman.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15800246c8190a298c5f96478c396 completed April 16, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf20c5348190b42c2e01e8ef5ea8 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfcb9c448190bac3060eef239382 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd94cf4fc81909eee76f74e79b3d1 completed May 10, 2026, 1:03 a.m.
Created at: April 10, 2026, 4:55 a.m.